ClawQL Learn
ClawQL Learn is the home for practical guides — from your first npx clawql-mcp through production deployment and optional tools.
Start here
If you are new to ClawQL, follow this sequence:
- Quickstart — run the MCP server, install options, Streamable HTTP
- Agent setup — Desktop, Cursor iOS, local sandbox
- MCP clients — Cursor, Claude Desktop, and other MCP hosts
- Concepts — how
searchandexecutefit together - Using search and execute — inputs, args, fields, and pitfalls
- Tools — full tool surface and behavior
Browse by stack topic
Use these hubs when you care about one slice of the product:
- Core MCP — Tools, Spec configuration, Bundled specs
- Architecture & platform — Architecture, Vision & status, Contributor Technical Specification
- Session & automation — Optional MCP tools (Learn), clawql-memory (Memory 2.0), Schedule & notify workflows, Audit tool & observability
- Streams & cells — Streams getting started (schedule + NATS labs), NATS IDP pipeline (webhooks + KEDA), ClawQL Streams spec, Durable Objects, celld, cellrt, TEE, air-gap audit
- Knowledge & documents — Document pipeline, NATS IDP pipeline, External ingest, Onyx search
- Payments & security — Payments & entitlements, Panguard MCP enforcement, Defense in depth
- Spec-first workflows — Ouroboros tools, Ouroboros library
- OpenClaw gateway — OpenClaw + ClawQL
Modules and certifications
Hands-on modules above prepare you for production MCP usage. Security curriculum lives under Security best practices.